Templates (#12294)

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: Lance Martin <lance@langchain.dev>
Co-authored-by: Jacob Lee <jacoblee93@gmail.com>

templates/rag-fusion/ingest.py

@@ -0,0 +1,20 @@
+import pinecone
+from langchain.vectorstores import Pinecone
+from langchain.embeddings import OpenAIEmbeddings
+
+pinecone.init(api_key="...",environment="...")
+
+all_documents = {
+    "doc1": "Climate change and economic impact.",
+    "doc2": "Public health concerns due to climate change.",
+    "doc3": "Climate change: A social perspective.",
+    "doc4": "Technological solutions to climate change.",
+    "doc5": "Policy changes needed to combat climate change.",
+    "doc6": "Climate change and its impact on biodiversity.",
+    "doc7": "Climate change: The science and models.",
+    "doc8": "Global warming: A subset of climate change.",
+    "doc9": "How climate change affects daily weather.",
+    "doc10": "The history of climate change activism."
+}
+
+Pinecone.from_texts(list(all_documents.values()), OpenAIEmbeddings(), index_name='rag-fusion')